Output generated from SDCCA/DGL-PTM:experiments

DOI: 10.7910/DVN/H2IBDM
Version: 1.0
Contact: Victoria M. Garibay (Victoria.Garibay@gmail.com)

Comparative runs and experiments were conducted using the Digital Graph Library Poverty Trap Model (DGL-PTM), an agent-based model developed to explore the relationship between climate change adaptation and poverty traps. These included 50 Monte Carlo runs for each of four different model arrangements, Default (full model), No Social (social exchange feature off), No Adaptation (adaptation feature turned off), and Null (social exchange and adaptation features off). The experimental portion represented three intervention scenarios, Scheme A (reduction in adaptation cost), Scheme B (increase in adaptation technology efficacy, and Scheme SQ (control, essentially default model), with 25 Monte Carlo runs each. The details are available in the GitHub repository (https://github.com/SDCCA/DGL-PTM/tree/experiments), and are documented in a manuscript which will be cited here upon its publication.

This dataset contains model output from those runs as well as aggregations used in graphing the output.

`DataSummaries/`-contains processed and/or aggregated .csv files derived from the model output using `data_processor.py`, `scheme_data_processor.py`, and `disruption_data_processor.py` found in the repository.

`Output/`-contains raw output from model. Note some files were damaged during transfer from remote (listed below).

Output folder naming convention:
Output/<model arrangement or experiment>/<model arrangement or experiment>_<random seed>/

File tree:
├───agent_data.zarr
│   ├───degree
│   ├───i_a
│   ├───income
│   ├───net_trade
│   ├───tech_index
│   ├───theta
│   ├───wealth
│   ├───wealth_consumption
│   └───weighted_degree
└───agent_data_initial.zarr
    ├───alpha
    ├───lambda
    ├───sensitivity
    └───sigma


Contents of the following folders are suspected to have been erased or damaged during file transfer but can be replicated on a GPU-enabled device using the scripts found in the repository:

Output\default\default_15796
Output\default\default_11395
Output\default\default_10628
Output\no_adapt\no_adapt_43002
Output\no_adapt\no_adapt_73970
Output\no_adapt\no_adapt_76553
Output\no_social\no_social_10628
Output\no_social\no_social_2748 
Output\no_social\no_social_84655
Output\no_social\no_social_35774
Output\no_social\no_social_11395
Output\no_social\no_social_18432
Output\no_social\no_social_31552
Output\no_social\no_social_3891 
Output\no_social\no_social_87314
Output\no_social\no_social_66804
Output\no_social\no_social_67436
Output\no_social\no_social_59151
Output\no_social\no_social_96277
Output\no_social\no_social_65726 
Output\no_social\no_social_80039 
Output\no_social\no_social_84479 
Output\no_social\no_social_8793 
Output\no_social\no_social_69093
Output\no_social\no_social_73970
Output\no_social\no_social_76553
Output\no_social\no_social_43002
Output\no_social\no_social_41607
Output\no_social\no_social_25659
Output\no_social\no_social_56887
Output\null\null_67436
Output\null\null_69093
Output\null\null_73970
Output\null\null_59151
Output\null\null_65726
Output\null\null_66804
Output\null\null_84655
Output\null\null_87314
Output\null\null_96277
Output\null\null_76553
Output\null\null_80039
Output\null\null_84479
Output\null\null_10628
Output\null\null_11395
Output\null\null_18432
Output\null\null_2748 
Output\null\null_3891 
Output\null\null_8793 
Output\null\null_41607
Output\null\null_43002
Output\null\null_56887
Output\null\null_25659
Output\null\null_31552
Output\null\null_35774
Output\no_social\no_social_15796
Output\no_social\no_social_16024
Output\no_social\no_social_44132
Output\no_social\no_social_41091
Output\no_social\no_social_28694
Output\no_social\no_social_5312 
Output\no_social\no_social_37195





